Overview
Brought to you by YData
Dataset statistics
| Number of variables | 14 |
|---|---|
| Number of observations | 3556 |
| Missing cells | 1 |
| Missing cells (%) | < 0.1% |
| Duplicate rows | 41 |
| Duplicate rows (%) | 1.2% |
| Total size in memory | 389.1 KiB |
| Average record size in memory | 112.0 B |
Variable types
| Text | 9 |
|---|---|
| Categorical | 4 |
| Numeric | 1 |
| Dataset has 41 (1.2%) duplicate rows | Duplicates |
District Name is highly overall correlated with Postal District | High correlation |
Floor Level is highly overall correlated with Property Type and 1 other fields | High correlation |
Postal District is highly overall correlated with District Name | High correlation |
Property Type is highly overall correlated with Floor Level and 1 other fields | High correlation |
Type of Area is highly overall correlated with Floor Level and 1 other fields | High correlation |
Reproduction
| Analysis started | 2024-11-22 10:48:28.074112 |
|---|---|
| Analysis finished | 2024-11-22 10:48:28.803277 |
| Duration | 0.73 seconds |
| Software version | ydata-profiling vv4.12.0 |
| Download configuration | config.json |
Variables
Project Name
Text
| Distinct | 341 |
|---|---|
| Distinct (%) | 9.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 27.9 KiB |
Length
| Max length | 40 |
|---|---|
| Median length | 28 |
| Mean length | 15.30793 |
| Min length | 3 |
Unique
| Unique | 112 ? |
|---|---|
| Unique (%) | 3.1% |
Sample
| 1st row | SUNSHINE PLAZA |
|---|---|
| 2nd row | PAYA LEBAR SQUARE |
| 3rd row | WOODS SQUARE |
| 4th row | SUNSHINE PLAZA |
| 5th row | INTERNATIONAL PLAZA |
| Value | Count | Frequency (%) |
| conservation | 438 | 5.2% |
| area | 438 | 5.2% |
| plaza | 409 | 4.8% |
| n.a | 379 | 4.5% |
| square | 359 | 4.2% |
| the | 311 | 3.7% |
| centre | 309 | 3.6% |
| shopping | 221 | 2.6% |
| india | 143 | 1.7% |
| little | 143 | 1.7% |
| Other values (410) | 5320 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 5970 | |
| E | 5478 | 10.1% |
| 4914 | 9.0% | |
| N | 4567 | 8.4% |
| O | 3494 | 6.4% |
| R | 3483 | 6.4% |
| T | 3451 | 6.3% |
| I | 3046 | 5.6% |
| S | 2621 | 4.8% |
| L | 2601 | 4.8% |
| Other values (30) | 14810 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 48268 | |
| Space Separator | 4914 | 9.0% |
| Other Punctuation | 958 | 1.8% |
| Decimal Number | 290 | 0.5% |
| Dash Punctuation | 5 | < 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 5970 | |
| E | 5478 | |
| N | 4567 | 9.5% |
| O | 3494 | 7.2% |
| R | 3483 | 7.2% |
| T | 3451 | 7.1% |
| I | 3046 | 6.3% |
| S | 2621 | 5.4% |
| L | 2601 | 5.4% |
| P | 1880 | 3.9% |
| Other values (16) | 11677 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 107 | |
| 2 | 66 | |
| 0 | 45 | |
| 5 | 25 | 8.6% |
| 8 | 18 | 6.2% |
| 3 | 14 | 4.8% |
| 9 | 9 | 3.1% |
| 7 | 6 | 2.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 758 | |
| @ | 122 | 12.7% |
| ' | 54 | 5.6% |
| / | 24 | 2.5% |
Space Separator
| Value | Count | Frequency (%) |
| 4914 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 5 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 48268 | |
| Common | 6167 | 11.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 5970 | |
| E | 5478 | |
| N | 4567 | 9.5% |
| O | 3494 | 7.2% |
| R | 3483 | 7.2% |
| T | 3451 | 7.1% |
| I | 3046 | 6.3% |
| S | 2621 | 5.4% |
| L | 2601 | 5.4% |
| P | 1880 | 3.9% |
| Other values (16) | 11677 |
Common
| Value | Count | Frequency (%) |
| 4914 | ||
| . | 758 | 12.3% |
| @ | 122 | 2.0% |
| 1 | 107 | 1.7% |
| 2 | 66 | 1.1% |
| ' | 54 | 0.9% |
| 0 | 45 | 0.7% |
| 5 | 25 | 0.4% |
| / | 24 | 0.4% |
| 8 | 18 | 0.3% |
| Other values (4) | 34 | 0.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 54435 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 5970 | |
| E | 5478 | 10.1% |
| 4914 | 9.0% | |
| N | 4567 | 8.4% |
| O | 3494 | 6.4% |
| R | 3483 | 6.4% |
| T | 3451 | 6.3% |
| I | 3046 | 5.6% |
| S | 2621 | 4.8% |
| L | 2601 | 4.8% |
| Other values (30) | 14810 |
Street Name
Text
| Distinct | 307 |
|---|---|
| Distinct (%) | 8.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 27.9 KiB |
Length
| Max length | 30 |
|---|---|
| Median length | 24 |
| Mean length | 13.906074 |
| Min length | 9 |
Unique
| Unique | 96 ? |
|---|---|
| Unique (%) | 2.7% |
Sample
| 1st row | BENCOOLEN STREET |
|---|---|
| 2nd row | PAYA LEBAR ROAD |
| 3rd row | WOODLANDS SQUARE |
| 4th row | BENCOOLEN STREET |
| 5th row | ANSON ROAD |
| Value | Count | Frequency (%) |
| road | 2205 | |
| street | 569 | 6.7% |
| jalan | 213 | 2.5% |
| bridge | 193 | 2.3% |
| upper | 189 | 2.2% |
| north | 143 | 1.7% |
| serangoon | 134 | 1.6% |
| geylang | 126 | 1.5% |
| cecil | 115 | 1.3% |
| paya | 114 | 1.3% |
| Other values (346) | 4519 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 5857 | |
| R | 5108 | |
| 4964 | ||
| O | 4722 | |
| E | 4640 | |
| D | 3244 | 6.6% |
| N | 2925 | 5.9% |
| T | 2631 | 5.3% |
| S | 2357 | 4.8% |
| L | 1702 | 3.4% |
| Other values (31) | 11300 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 44394 | |
| Space Separator | 4964 | 10.0% |
| Decimal Number | 77 | 0.2% |
| Other Punctuation | 10 | < 0.1% |
| Dash Punctuation | 5 | < 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 5857 | |
| R | 5108 | |
| O | 4722 | |
| E | 4640 | |
| D | 3244 | 7.3% |
| N | 2925 | 6.6% |
| T | 2631 | 5.9% |
| S | 2357 | 5.3% |
| L | 1702 | 3.8% |
| I | 1601 | 3.6% |
| Other values (16) | 9607 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 23 | |
| 9 | 15 | |
| 3 | 10 | |
| 7 | 8 | 10.4% |
| 2 | 8 | 10.4% |
| 5 | 5 | 6.5% |
| 6 | 4 | 5.2% |
| 8 | 2 | 2.6% |
| 4 | 2 | 2.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| ' | 4 | |
| . | 3 | |
| / | 2 | |
| \ | 1 | 10.0% |
Space Separator
| Value | Count | Frequency (%) |
| 4964 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 5 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 44394 | |
| Common | 5056 | 10.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 5857 | |
| R | 5108 | |
| O | 4722 | |
| E | 4640 | |
| D | 3244 | 7.3% |
| N | 2925 | 6.6% |
| T | 2631 | 5.9% |
| S | 2357 | 5.3% |
| L | 1702 | 3.8% |
| I | 1601 | 3.6% |
| Other values (16) | 9607 |
Common
| Value | Count | Frequency (%) |
| 4964 | ||
| 1 | 23 | 0.5% |
| 9 | 15 | 0.3% |
| 3 | 10 | 0.2% |
| 7 | 8 | 0.2% |
| 2 | 8 | 0.2% |
| - | 5 | 0.1% |
| 5 | 5 | 0.1% |
| 6 | 4 | 0.1% |
| ' | 4 | 0.1% |
| Other values (5) | 10 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 49450 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 5857 | |
| R | 5108 | |
| 4964 | ||
| O | 4722 | |
| E | 4640 | |
| D | 3244 | 6.6% |
| N | 2925 | 5.9% |
| T | 2631 | 5.3% |
| S | 2357 | 4.8% |
| L | 1702 | 3.4% |
| Other values (31) | 11300 |
Property Type
Categorical
High correlation
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 27.9 KiB |
| Office | |
|---|---|
| Retail | |
| Shop House |
Length
| Max length | 10 |
|---|---|
| Median length | 6 |
| Mean length | 6.9032621 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Office |
|---|---|
| 2nd row | Office |
| 3rd row | Office |
| 4th row | Office |
| 5th row | Office |
Common Values
| Value | Count | Frequency (%) |
| Office | 1532 | |
| Retail | 1221 | |
| Shop House | 803 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| office | 1532 | |
| retail | 1221 | |
| shop | 803 | |
| house | 803 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 3556 | |
| f | 3064 | |
| i | 2753 | |
| o | 1606 | 6.5% |
| O | 1532 | 6.2% |
| c | 1532 | 6.2% |
| a | 1221 | 5.0% |
| l | 1221 | 5.0% |
| t | 1221 | 5.0% |
| R | 1221 | 5.0% |
| Other values (7) | 5621 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 19386 | |
| Uppercase Letter | 4359 | 17.8% |
| Space Separator | 803 | 3.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 3556 | |
| f | 3064 | |
| i | 2753 | |
| o | 1606 | |
| c | 1532 | |
| a | 1221 | 6.3% |
| l | 1221 | 6.3% |
| t | 1221 | 6.3% |
| h | 803 | 4.1% |
| p | 803 | 4.1% |
| Other values (2) | 1606 |
Uppercase Letter
| Value | Count | Frequency (%) |
| O | 1532 | |
| R | 1221 | |
| S | 803 | |
| H | 803 |
Space Separator
| Value | Count | Frequency (%) |
| 803 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 23745 | |
| Common | 803 | 3.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 3556 | |
| f | 3064 | |
| i | 2753 | |
| o | 1606 | 6.8% |
| O | 1532 | 6.5% |
| c | 1532 | 6.5% |
| a | 1221 | 5.1% |
| l | 1221 | 5.1% |
| t | 1221 | 5.1% |
| R | 1221 | 5.1% |
| Other values (6) | 4818 |
Common
| Value | Count | Frequency (%) |
| 803 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 24548 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 3556 | |
| f | 3064 | |
| i | 2753 | |
| o | 1606 | 6.5% |
| O | 1532 | 6.2% |
| c | 1532 | 6.2% |
| a | 1221 | 5.0% |
| l | 1221 | 5.0% |
| t | 1221 | 5.0% |
| R | 1221 | 5.0% |
| Other values (7) | 5621 |
| Distinct | 1670 |
|---|---|
| Distinct (%) | 47.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 27.9 KiB |
Length
| Max length | 13 |
|---|---|
| Median length | 9 |
| Mean length | 8.5672103 |
| Min length | 7 |
Unique
| Unique | 1199 ? |
|---|---|
| Unique (%) | 33.7% |
Sample
| 1st row | 850,000 |
|---|---|
| 2nd row | 2,318,000 |
| 3rd row | 1,230,000 |
| 4th row | 1,120,000 |
| 5th row | 1,763,580 |
| Value | Count | Frequency (%) |
| 3,500,000 | 25 | 0.7% |
| 1,200,000 | 25 | 0.7% |
| 1,500,000 | 24 | 0.7% |
| 1,300,000 | 23 | 0.6% |
| 900,000 | 22 | 0.6% |
| 2,000,000 | 22 | 0.6% |
| 950,000 | 21 | 0.6% |
| 700,000 | 21 | 0.6% |
| 1,800,000 | 21 | 0.6% |
| 1,100,000 | 20 | 0.6% |
| Other values (1660) | 3332 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 13350 | |
| , | 6155 | |
| 1 | 1891 | 6.2% |
| 8 | 1635 | 5.4% |
| 5 | 1538 | 5.0% |
| 2 | 1389 | 4.6% |
| 3 | 1173 | 3.9% |
| 6 | 974 | 3.2% |
| 4 | 897 | 2.9% |
| 7 | 766 | 2.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 24310 | |
| Other Punctuation | 6155 | 20.2% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 13350 | |
| 1 | 1891 | 7.8% |
| 8 | 1635 | 6.7% |
| 5 | 1538 | 6.3% |
| 2 | 1389 | 5.7% |
| 3 | 1173 | 4.8% |
| 6 | 974 | 4.0% |
| 4 | 897 | 3.7% |
| 7 | 766 | 3.2% |
| 9 | 697 | 2.9% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 6155 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 30465 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 13350 | |
| , | 6155 | |
| 1 | 1891 | 6.2% |
| 8 | 1635 | 5.4% |
| 5 | 1538 | 5.0% |
| 2 | 1389 | 4.6% |
| 3 | 1173 | 3.9% |
| 6 | 974 | 3.2% |
| 4 | 897 | 2.9% |
| 7 | 766 | 2.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 30465 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 13350 | |
| , | 6155 | |
| 1 | 1891 | 6.2% |
| 8 | 1635 | 5.4% |
| 5 | 1538 | 5.0% |
| 2 | 1389 | 4.6% |
| 3 | 1173 | 3.9% |
| 6 | 974 | 3.2% |
| 4 | 897 | 2.9% |
| 7 | 766 | 2.5% |
Area (SQFT)
Text
| Distinct | 904 |
|---|---|
| Distinct (%) | 25.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 27.9 KiB |
Length
| Max length | 10 |
|---|---|
| Median length | 6 |
| Mean length | 6.7260967 |
| Min length | 3 |
Unique
| Unique | 549 ? |
|---|---|
| Unique (%) | 15.4% |
Sample
| 1st row | 484.38 |
|---|---|
| 2nd row | 1,065.64 |
| 3rd row | 559.73 |
| 4th row | 635.08 |
| 5th row | 968.76 |
| Value | Count | Frequency (%) |
| 344.45 | 61 | 1.7% |
| 398.27 | 58 | 1.6% |
| 559.73 | 58 | 1.6% |
| 635.08 | 43 | 1.2% |
| 645.84 | 42 | 1.2% |
| 516.67 | 41 | 1.2% |
| 204.52 | 41 | 1.2% |
| 505.91 | 40 | 1.1% |
| 441.32 | 40 | 1.1% |
| 484.38 | 40 | 1.1% |
| Other values (894) | 3092 |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 3541 | |
| 1 | 2650 | |
| 2 | 2127 | |
| 3 | 2081 | |
| 4 | 1999 | |
| 5 | 1999 | |
| 6 | 1823 | |
| 8 | 1711 | |
| 9 | 1642 | |
| 7 | 1599 | |
| Other values (2) | 2746 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 18984 | |
| Other Punctuation | 4934 | 20.6% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 2650 | |
| 2 | 2127 | |
| 3 | 2081 | |
| 4 | 1999 | |
| 5 | 1999 | |
| 6 | 1823 | |
| 8 | 1711 | |
| 9 | 1642 | |
| 7 | 1599 | |
| 0 | 1353 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 3541 | |
| , | 1393 | 28.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 23918 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 3541 | |
| 1 | 2650 | |
| 2 | 2127 | |
| 3 | 2081 | |
| 4 | 1999 | |
| 5 | 1999 | |
| 6 | 1823 | |
| 8 | 1711 | |
| 9 | 1642 | |
| 7 | 1599 | |
| Other values (2) | 2746 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 23918 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 3541 | |
| 1 | 2650 | |
| 2 | 2127 | |
| 3 | 2081 | |
| 4 | 1999 | |
| 5 | 1999 | |
| 6 | 1823 | |
| 8 | 1711 | |
| 9 | 1642 | |
| 7 | 1599 | |
| Other values (2) | 2746 |
| Distinct | 2230 |
|---|---|
| Distinct (%) | 62.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 27.9 KiB |
Length
| Max length | 7 |
|---|---|
| Median length | 5 |
| Mean length | 4.9924072 |
| Min length | 3 |
Unique
| Unique | 1475 ? |
|---|---|
| Unique (%) | 41.5% |
Sample
| 1st row | 1,755 |
|---|---|
| 2nd row | 2,175 |
| 3rd row | 2,197 |
| 4th row | 1,764 |
| 5th row | 1,820 |
| Value | Count | Frequency (%) |
| 1,858 | 22 | 0.6% |
| 2,323 | 20 | 0.6% |
| 2,787 | 10 | 0.3% |
| 1,800 | 10 | 0.3% |
| 4,645 | 10 | 0.3% |
| 2,477 | 10 | 0.3% |
| 1,394 | 9 | 0.3% |
| 1,000 | 9 | 0.3% |
| 2,150 | 8 | 0.2% |
| 2,230 | 8 | 0.2% |
| Other values (2220) | 3440 |
Most occurring characters
| Value | Count | Frequency (%) |
| , | 3500 | |
| 2 | 2274 | |
| 1 | 2044 | |
| 3 | 1647 | |
| 0 | 1358 | 7.6% |
| 4 | 1319 | 7.4% |
| 5 | 1282 | 7.2% |
| 6 | 1121 | 6.3% |
| 8 | 1082 | 6.1% |
| 9 | 1069 | 6.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 14253 | |
| Other Punctuation | 3500 | 19.7% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 2274 | |
| 1 | 2044 | |
| 3 | 1647 | |
| 0 | 1358 | |
| 4 | 1319 | |
| 5 | 1282 | |
| 6 | 1121 | |
| 8 | 1082 | |
| 9 | 1069 | |
| 7 | 1057 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 3500 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 17753 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| , | 3500 | |
| 2 | 2274 | |
| 1 | 2044 | |
| 3 | 1647 | |
| 0 | 1358 | 7.6% |
| 4 | 1319 | 7.4% |
| 5 | 1282 | 7.2% |
| 6 | 1121 | 6.3% |
| 8 | 1082 | 6.1% |
| 9 | 1069 | 6.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 17753 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| , | 3500 | |
| 2 | 2274 | |
| 1 | 2044 | |
| 3 | 1647 | |
| 0 | 1358 | 7.6% |
| 4 | 1319 | 7.4% |
| 5 | 1282 | 7.2% |
| 6 | 1121 | 6.3% |
| 8 | 1082 | 6.1% |
| 9 | 1069 | 6.0% |
Sale Date
Text
| Distinct | 61 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 27.9 KiB |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Oct-24 |
|---|---|
| 2nd row | Oct-24 |
| 3rd row | Oct-24 |
| 4th row | Oct-24 |
| 5th row | Oct-24 |
| Value | Count | Frequency (%) |
| oct-21 | 95 | 2.7% |
| jun-22 | 89 | 2.5% |
| mar-21 | 86 | 2.4% |
| jul-21 | 86 | 2.4% |
| jun-23 | 86 | 2.4% |
| jun-21 | 85 | 2.4% |
| dec-21 | 85 | 2.4% |
| apr-21 | 83 | 2.3% |
| apr-22 | 82 | 2.3% |
| aug-23 | 79 | 2.2% |
| Other values (51) | 2700 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 4165 | |
| - | 3556 | |
| 1 | 1056 | 4.9% |
| u | 907 | 4.3% |
| J | 891 | 4.2% |
| a | 863 | 4.0% |
| e | 812 | 3.8% |
| 3 | 724 | 3.4% |
| c | 664 | 3.1% |
| r | 646 | 3.0% |
| Other values (19) | 7052 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 7112 | |
| Lowercase Letter | 7112 | |
| Dash Punctuation | 3556 | |
| Uppercase Letter | 3556 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| u | 907 | |
| a | 863 | |
| e | 812 | |
| c | 664 | |
| r | 646 | |
| n | 591 | |
| p | 581 | |
| t | 358 | 5.0% |
| l | 300 | 4.2% |
| o | 299 | 4.2% |
| Other values (4) | 1091 |
Uppercase Letter
| Value | Count | Frequency (%) |
| J | 891 | |
| M | 603 | |
| A | 593 | |
| O | 358 | |
| D | 306 | 8.6% |
| N | 299 | 8.4% |
| S | 264 | 7.4% |
| F | 242 | 6.8% |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 4165 | |
| 1 | 1056 | 14.8% |
| 3 | 724 | 10.2% |
| 0 | 509 | 7.2% |
| 4 | 498 | 7.0% |
| 9 | 160 | 2.2% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 3556 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 10668 | |
| Latin | 10668 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| u | 907 | 8.5% |
| J | 891 | 8.4% |
| a | 863 | 8.1% |
| e | 812 | 7.6% |
| c | 664 | 6.2% |
| r | 646 | 6.1% |
| M | 603 | 5.7% |
| A | 593 | 5.6% |
| n | 591 | 5.5% |
| p | 581 | 5.4% |
| Other values (12) | 3517 |
Common
| Value | Count | Frequency (%) |
| 2 | 4165 | |
| - | 3556 | |
| 1 | 1056 | 9.9% |
| 3 | 724 | 6.8% |
| 0 | 509 | 4.8% |
| 4 | 498 | 4.7% |
| 9 | 160 | 1.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 21336 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 4165 | |
| - | 3556 | |
| 1 | 1056 | 4.9% |
| u | 907 | 4.3% |
| J | 891 | 4.2% |
| a | 863 | 4.0% |
| e | 812 | 3.8% |
| 3 | 724 | 3.4% |
| c | 664 | 3.1% |
| r | 646 | 3.0% |
| Other values (19) | 7052 |
Type of Area
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 27.9 KiB |
| Strata | |
|---|---|
| Land |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.5528684 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Strata |
|---|---|
| 2nd row | Strata |
| 3rd row | Strata |
| 4th row | Strata |
| 5th row | Strata |
Common Values
| Value | Count | Frequency (%) |
| Strata | 2761 | |
| Land | 795 | 22.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| strata | 2761 | |
| land | 795 | 22.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 6317 | |
| t | 5522 | |
| S | 2761 | |
| r | 2761 | |
| L | 795 | 4.0% |
| n | 795 | 4.0% |
| d | 795 | 4.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 16190 | |
| Uppercase Letter | 3556 | 18.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 6317 | |
| t | 5522 | |
| r | 2761 | |
| n | 795 | 4.9% |
| d | 795 | 4.9% |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 2761 | |
| L | 795 | 22.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 19746 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 6317 | |
| t | 5522 | |
| S | 2761 | |
| r | 2761 | |
| L | 795 | 4.0% |
| n | 795 | 4.0% |
| d | 795 | 4.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 19746 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 6317 | |
| t | 5522 | |
| S | 2761 | |
| r | 2761 | |
| L | 795 | 4.0% |
| n | 795 | 4.0% |
| d | 795 | 4.0% |
Area (SQM)
Text
| Distinct | 904 |
|---|---|
| Distinct (%) | 25.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 27.9 KiB |
Length
| Max length | 9 |
|---|---|
| Median length | 2 |
| Mean length | 2.8082115 |
| Min length | 1 |
Unique
| Unique | 549 ? |
|---|---|
| Unique (%) | 15.4% |
Sample
| 1st row | 45 |
|---|---|
| 2nd row | 99 |
| 3rd row | 52 |
| 4th row | 59 |
| 5th row | 90 |
| Value | Count | Frequency (%) |
| 32 | 61 | 1.7% |
| 37 | 58 | 1.6% |
| 52 | 58 | 1.6% |
| 59 | 43 | 1.2% |
| 60 | 42 | 1.2% |
| 48 | 41 | 1.2% |
| 19 | 41 | 1.2% |
| 47 | 40 | 1.1% |
| 41 | 40 | 1.1% |
| 45 | 40 | 1.1% |
| Other values (894) | 3092 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1847 | |
| 2 | 1135 | |
| 3 | 1056 | |
| 4 | 900 | |
| 5 | 866 | |
| 8 | 741 | |
| . | 710 | 7.1% |
| 6 | 707 | 7.1% |
| 7 | 684 | 6.8% |
| 9 | 652 | 6.5% |
| Other values (2) | 688 | 6.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 9199 | |
| Other Punctuation | 787 | 7.9% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1847 | |
| 2 | 1135 | |
| 3 | 1056 | |
| 4 | 900 | |
| 5 | 866 | |
| 8 | 741 | |
| 6 | 707 | 7.7% |
| 7 | 684 | 7.4% |
| 9 | 652 | 7.1% |
| 0 | 611 | 6.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 710 | |
| , | 77 | 9.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 9986 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 1847 | |
| 2 | 1135 | |
| 3 | 1056 | |
| 4 | 900 | |
| 5 | 866 | |
| 8 | 741 | |
| . | 710 | 7.1% |
| 6 | 707 | 7.1% |
| 7 | 684 | 6.8% |
| 9 | 652 | 6.5% |
| Other values (2) | 688 | 6.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 9986 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 1847 | |
| 2 | 1135 | |
| 3 | 1056 | |
| 4 | 900 | |
| 5 | 866 | |
| 8 | 741 | |
| . | 710 | 7.1% |
| 6 | 707 | 7.1% |
| 7 | 684 | 6.8% |
| 9 | 652 | 6.5% |
| Other values (2) | 688 | 6.9% |
| Distinct | 2929 |
|---|---|
| Distinct (%) | 82.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 27.9 KiB |
Length
| Max length | 9 |
|---|---|
| Median length | 6 |
| Mean length | 6.0163105 |
| Min length | 5 |
Unique
| Unique | 2549 ? |
|---|---|
| Unique (%) | 71.7% |
Sample
| 1st row | 18,889 |
|---|---|
| 2nd row | 23,414 |
| 3rd row | 23,654 |
| 4th row | 18,983 |
| 5th row | 19,595 |
| Value | Count | Frequency (%) |
| 20,000 | 22 | 0.6% |
| 25,000 | 20 | 0.6% |
| 50,000 | 10 | 0.3% |
| 30,000 | 10 | 0.3% |
| 26,667 | 9 | 0.3% |
| 15,000 | 9 | 0.3% |
| 24,000 | 8 | 0.2% |
| 16,667 | 8 | 0.2% |
| 40,000 | 7 | 0.2% |
| 27,500 | 7 | 0.2% |
| Other values (2919) | 3446 |
Most occurring characters
| Value | Count | Frequency (%) |
| , | 3557 | |
| 2 | 2643 | |
| 1 | 2184 | |
| 3 | 2110 | |
| 0 | 2013 | |
| 5 | 1663 | |
| 4 | 1641 | |
| 6 | 1502 | |
| 7 | 1426 | |
| 8 | 1388 | 6.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 17837 | |
| Other Punctuation | 3557 | 16.6% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 2643 | |
| 1 | 2184 | |
| 3 | 2110 | |
| 0 | 2013 | |
| 5 | 1663 | |
| 4 | 1641 | |
| 6 | 1502 | |
| 7 | 1426 | |
| 8 | 1388 | |
| 9 | 1267 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 3557 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 21394 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| , | 3557 | |
| 2 | 2643 | |
| 1 | 2184 | |
| 3 | 2110 | |
| 0 | 2013 | |
| 5 | 1663 | |
| 4 | 1641 | |
| 6 | 1502 | |
| 7 | 1426 | |
| 8 | 1388 | 6.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 21394 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| , | 3557 | |
| 2 | 2643 | |
| 1 | 2184 | |
| 3 | 2110 | |
| 0 | 2013 | |
| 5 | 1663 | |
| 4 | 1641 | |
| 6 | 1502 | |
| 7 | 1426 | |
| 8 | 1388 | 6.5% |
Tenure
Text
| Distinct | 116 |
|---|---|
| Distinct (%) | 3.3% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 27.9 KiB |
Length
| Max length | 35 |
|---|---|
| Median length | 34 |
| Mean length | 22.782278 |
| Min length | 8 |
Unique
| Unique | 30 ? |
|---|---|
| Unique (%) | 0.8% |
Sample
| 1st row | 99 yrs lease commencing from 1997 |
|---|---|
| 2nd row | 99 yrs lease commencing from 2011 |
| 3rd row | 99 yrs lease commencing from 2014 |
| 4th row | 99 yrs lease commencing from 1997 |
| 5th row | 99 yrs lease commencing from 1970 |
| Value | Count | Frequency (%) |
| from | 2085 | |
| yrs | 2085 | |
| lease | 2085 | |
| commencing | 2085 | |
| 99 | 1624 | |
| freehold | 1470 | |
| 999 | 390 | 2.8% |
| 2011 | 188 | 1.3% |
| 1989 | 148 | 1.1% |
| 1970 | 141 | 1.0% |
| Other values (97) | 1679 |
Most occurring characters
| Value | Count | Frequency (%) |
| 10425 | ||
| e | 9195 | |
| m | 6255 | 7.7% |
| 9 | 6142 | 7.6% |
| o | 5640 | 7.0% |
| r | 5640 | 7.0% |
| s | 4170 | 5.1% |
| c | 4170 | 5.1% |
| n | 4170 | 5.1% |
| l | 3555 | 4.4% |
| Other values (17) | 21629 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 56160 | |
| Decimal Number | 12936 | 16.0% |
| Space Separator | 10425 | 12.9% |
| Uppercase Letter | 1470 | 1.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 9195 | |
| m | 6255 | |
| o | 5640 | |
| r | 5640 | |
| s | 4170 | |
| c | 4170 | |
| n | 4170 | |
| l | 3555 | 6.3% |
| g | 2085 | 3.7% |
| f | 2085 | 3.7% |
| Other values (5) | 9195 |
Decimal Number
| Value | Count | Frequency (%) |
| 9 | 6142 | |
| 1 | 2234 | 17.3% |
| 0 | 1128 | 8.7% |
| 2 | 962 | 7.4% |
| 8 | 951 | 7.4% |
| 7 | 580 | 4.5% |
| 6 | 330 | 2.6% |
| 3 | 256 | 2.0% |
| 4 | 210 | 1.6% |
| 5 | 143 | 1.1% |
Space Separator
| Value | Count | Frequency (%) |
| 10425 |
Uppercase Letter
| Value | Count | Frequency (%) |
| F | 1470 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 57630 | |
| Common | 23361 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 9195 | |
| m | 6255 | |
| o | 5640 | |
| r | 5640 | |
| s | 4170 | 7.2% |
| c | 4170 | 7.2% |
| n | 4170 | 7.2% |
| l | 3555 | 6.2% |
| g | 2085 | 3.6% |
| f | 2085 | 3.6% |
| Other values (6) | 10665 |
Common
| Value | Count | Frequency (%) |
| 10425 | ||
| 9 | 6142 | |
| 1 | 2234 | 9.6% |
| 0 | 1128 | 4.8% |
| 2 | 962 | 4.1% |
| 8 | 951 | 4.1% |
| 7 | 580 | 2.5% |
| 6 | 330 | 1.4% |
| 3 | 256 | 1.1% |
| 4 | 210 | 0.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 80991 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 10425 | ||
| e | 9195 | |
| m | 6255 | 7.7% |
| 9 | 6142 | 7.6% |
| o | 5640 | 7.0% |
| r | 5640 | 7.0% |
| s | 4170 | 5.1% |
| c | 4170 | 5.1% |
| n | 4170 | 5.1% |
| l | 3555 | 4.4% |
| Other values (17) | 21629 |
Postal District
Real number (ℝ)
High correlation
| Distinct | 25 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.1768841 |
| Minimum | 1 |
|---|---|
| Maximum | 27 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 8 |
| Q3 | 14 |
| 95-th percentile | 21 |
| Maximum | 27 |
| Range | 26 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 6.5722799 |
|---|---|
| Coefficient of variation (CV) | 0.71617772 |
| Kurtosis | -0.28155378 |
| Mean | 9.1768841 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.62388268 |
| Sum | 32633 |
| Variance | 43.194864 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=25)
| Value | Count | Frequency (%) |
| 1 | 624 | |
| 7 | 438 | |
| 8 | 432 | |
| 14 | 382 | |
| 9 | 241 | 6.8% |
| 15 | 233 | 6.6% |
| 2 | 214 | 6.0% |
| 6 | 164 | 4.6% |
| 12 | 116 | 3.3% |
| 21 | 110 | 3.1% |
| Other values (15) | 602 |
| Value | Count | Frequency (%) |
| 1 | 624 | |
| 2 | 214 | 6.0% |
| 3 | 99 | 2.8% |
| 4 | 5 | 0.1% |
| 5 | 37 | 1.0% |
| 6 | 164 | 4.6% |
| 7 | 438 | |
| 8 | 432 | |
| 9 | 241 | 6.8% |
| 10 | 47 | 1.3% |
| Value | Count | Frequency (%) |
| 27 | 24 | 0.7% |
| 26 | 7 | 0.2% |
| 25 | 90 | |
| 23 | 11 | 0.3% |
| 22 | 45 | |
| 21 | 110 | |
| 20 | 34 | 1.0% |
| 19 | 106 | |
| 18 | 10 | 0.3% |
| 16 | 37 | 1.0% |
District Name
Categorical
High correlation
| Distinct | 25 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 27.9 KiB |
| Raffles Place, Cecil, Marina, People's Park | |
|---|---|
| Middle Road, Golden Mile | |
| Little India | |
| Geylang, Eunos | |
| Orchard, Cairnhill, River Valley | |
| Other values (20) |
Length
| Max length | 52 |
|---|---|
| Median length | 44 |
| Mean length | 28.142295 |
| Min length | 7 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Middle Road, Golden Mile |
|---|---|
| 2nd row | Geylang, Eunos |
| 3rd row | Kranji, Woodgrove |
| 4th row | Middle Road, Golden Mile |
| 5th row | Anson, Tanjong Pagar |
Common Values
| Value | Count | Frequency (%) |
| Raffles Place, Cecil, Marina, People's Park | 624 | |
| Middle Road, Golden Mile | 438 | |
| Little India | 432 | |
| Geylang, Eunos | 382 | |
| Orchard, Cairnhill, River Valley | 241 | 6.8% |
| Katong, Joo Chiat, Amber Road | 233 | 6.6% |
| Anson, Tanjong Pagar | 214 | 6.0% |
| High Street, Beach Road (part) | 164 | 4.6% |
| Balestier, Toa Payoh, Serangoon | 116 | 3.3% |
| Upper Bukit Timah, Clementi Park, Ulu Pandan | 110 | 3.1% |
| Other values (15) | 602 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| road | 882 | 6.2% |
| park | 734 | 5.2% |
| raffles | 624 | 4.4% |
| people's | 624 | 4.4% |
| place | 624 | 4.4% |
| marina | 624 | 4.4% |
| cecil | 624 | 4.4% |
| middle | 438 | 3.1% |
| golden | 438 | 3.1% |
| mile | 438 | 3.1% |
| Other values (77) | 8170 |
Most occurring characters
| Value | Count | Frequency (%) |
| 14220 | ||
| a | 9101 | 9.1% |
| e | 8202 | 8.2% |
| l | 6297 | 6.3% |
| n | 5795 | 5.8% |
| o | 5415 | 5.4% |
| , | 5385 | 5.4% |
| i | 5168 | 5.2% |
| r | 4328 | 4.3% |
| d | 3430 | 3.4% |
| Other values (42) | 32733 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 65461 | |
| Space Separator | 14220 | 14.2% |
| Uppercase Letter | 14056 | 14.0% |
| Other Punctuation | 6009 | 6.0% |
| Close Punctuation | 164 | 0.2% |
| Open Punctuation | 164 | 0.2% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| P | 2623 | |
| R | 1757 | |
| M | 1559 | |
| C | 1304 | |
| G | 963 | 6.9% |
| T | 717 | 5.1% |
| B | 648 | 4.6% |
| A | 528 | 3.8% |
| E | 481 | 3.4% |
| L | 469 | 3.3% |
| Other values (14) | 3007 |
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 9101 | |
| e | 8202 | |
| l | 6297 | |
| n | 5795 | |
| o | 5415 | |
| i | 5168 | |
| r | 4328 | 6.6% |
| d | 3430 | 5.2% |
| t | 2568 | 3.9% |
| s | 2377 | 3.6% |
| Other values (13) | 12780 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 5385 | |
| ' | 624 | 10.4% |
Space Separator
| Value | Count | Frequency (%) |
| 14220 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 164 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 164 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 79517 | |
| Common | 20557 | 20.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 9101 | 11.4% |
| e | 8202 | 10.3% |
| l | 6297 | 7.9% |
| n | 5795 | 7.3% |
| o | 5415 | 6.8% |
| i | 5168 | 6.5% |
| r | 4328 | 5.4% |
| d | 3430 | 4.3% |
| P | 2623 | 3.3% |
| t | 2568 | 3.2% |
| Other values (37) | 26590 |
Common
| Value | Count | Frequency (%) |
| 14220 | ||
| , | 5385 | 26.2% |
| ' | 624 | 3.0% |
| ) | 164 | 0.8% |
| ( | 164 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 100074 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 14220 | ||
| a | 9101 | 9.1% |
| e | 8202 | 8.2% |
| l | 6297 | 6.3% |
| n | 5795 | 5.8% |
| o | 5415 | 5.4% |
| , | 5385 | 5.4% |
| i | 5168 | 5.2% |
| r | 4328 | 4.3% |
| d | 3430 | 3.4% |
| Other values (42) | 32733 |
Floor Level
Categorical
High correlation
| Distinct | 11 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 27.9 KiB |
| 01 to 05 | |
|---|---|
| - | |
| 06 to 10 | |
| 11 to 15 | |
| 16 to 20 | 133 |
| Other values (6) |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 6.242126 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 01 to 05 |
|---|---|
| 2nd row | 01 to 05 |
| 3rd row | 06 to 10 |
| 4th row | 06 to 10 |
| 5th row | 16 to 20 |
Common Values
| Value | Count | Frequency (%) |
| 01 to 05 | 1530 | |
| - | 893 | |
| 06 to 10 | 473 | 13.3% |
| 11 to 15 | 256 | 7.2% |
| 16 to 20 | 133 | 3.7% |
| B1 to B5 | 123 | 3.5% |
| 21 to 25 | 87 | 2.4% |
| 26 to 30 | 29 | 0.8% |
| 36 to 40 | 15 | 0.4% |
| 31 to 35 | 14 | 0.4% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| to | 2663 | |
| 01 | 1530 | |
| 05 | 1530 | |
| 893 | 10.1% | |
| 06 | 473 | 5.3% |
| 10 | 473 | 5.3% |
| 11 | 256 | 2.9% |
| 15 | 256 | 2.9% |
| 16 | 133 | 1.5% |
| 20 | 133 | 1.5% |
| Other values (12) | 542 | 6.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 5326 | ||
| 0 | 4183 | |
| 1 | 3131 | |
| t | 2663 | |
| o | 2663 | |
| 5 | 2013 | 9.1% |
| - | 893 | 4.0% |
| 6 | 650 | 2.9% |
| 2 | 336 | 1.5% |
| B | 246 | 1.1% |
| Other values (2) | 93 | 0.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 10406 | |
| Space Separator | 5326 | |
| Lowercase Letter | 5326 | |
| Dash Punctuation | 893 | 4.0% |
| Uppercase Letter | 246 | 1.1% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 4183 | |
| 1 | 3131 | |
| 5 | 2013 | |
| 6 | 650 | 6.2% |
| 2 | 336 | 3.2% |
| 3 | 72 | 0.7% |
| 4 | 21 | 0.2% |
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 2663 | |
| o | 2663 |
Space Separator
| Value | Count | Frequency (%) |
| 5326 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 893 |
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 246 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 16625 | |
| Latin | 5572 | 25.1% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 5326 | ||
| 0 | 4183 | |
| 1 | 3131 | |
| 5 | 2013 | 12.1% |
| - | 893 | 5.4% |
| 6 | 650 | 3.9% |
| 2 | 336 | 2.0% |
| 3 | 72 | 0.4% |
| 4 | 21 | 0.1% |
Latin
| Value | Count | Frequency (%) |
| t | 2663 | |
| o | 2663 | |
| B | 246 | 4.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 22197 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 5326 | ||
| 0 | 4183 | |
| 1 | 3131 | |
| t | 2663 | |
| o | 2663 | |
| 5 | 2013 | 9.1% |
| - | 893 | 4.0% |
| 6 | 650 | 2.9% |
| 2 | 336 | 1.5% |
| B | 246 | 1.1% |
| Other values (2) | 93 | 0.4% |
Interactions
Correlations
| District Name | Floor Level | Postal District | Property Type | Type of Area | |
|---|---|---|---|---|---|
| District Name | 1.000 | 0.235 | 0.998 | 0.422 | 0.432 |
| Floor Level | 0.235 | 1.000 | 0.190 | 0.785 | 0.925 |
| Postal District | 0.998 | 0.190 | 1.000 | 0.308 | 0.276 |
| Property Type | 0.422 | 0.785 | 0.308 | 1.000 | 0.948 |
| Type of Area | 0.432 | 0.925 | 0.276 | 0.948 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| Project Name | Street Name | Property Type | Transacted Price ($) | Area (SQFT) | Unit Price ($ PSF) | Sale Date | Type of Area | Area (SQM) | Unit Price ($ PSM) | Tenure | Postal District | District Name | Floor Level | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | SUNSHINE PLAZA | BENCOOLEN STREET | Office | 850,000 | 484.38 | 1,755 | Oct-24 | Strata | 45 | 18,889 | 99 yrs lease commencing from 1997 | 7 | Middle Road, Golden Mile | 01 to 05 |
| 1 | PAYA LEBAR SQUARE | PAYA LEBAR ROAD | Office | 2,318,000 | 1,065.64 | 2,175 | Oct-24 | Strata | 99 | 23,414 | 99 yrs lease commencing from 2011 | 14 | Geylang, Eunos | 01 to 05 |
| 2 | WOODS SQUARE | WOODLANDS SQUARE | Office | 1,230,000 | 559.73 | 2,197 | Oct-24 | Strata | 52 | 23,654 | 99 yrs lease commencing from 2014 | 25 | Kranji, Woodgrove | 06 to 10 |
| 3 | SUNSHINE PLAZA | BENCOOLEN STREET | Office | 1,120,000 | 635.08 | 1,764 | Oct-24 | Strata | 59 | 18,983 | 99 yrs lease commencing from 1997 | 7 | Middle Road, Golden Mile | 06 to 10 |
| 4 | INTERNATIONAL PLAZA | ANSON ROAD | Office | 1,763,580 | 968.76 | 1,820 | Oct-24 | Strata | 90 | 19,595 | 99 yrs lease commencing from 1970 | 2 | Anson, Tanjong Pagar | 16 to 20 |
| 5 | SUNSHINE PLAZA | BENCOOLEN STREET | Office | 1,150,000 | 667.37 | 1,723 | Oct-24 | Strata | 62 | 18,548 | 99 yrs lease commencing from 1997 | 7 | Middle Road, Golden Mile | 01 to 05 |
| 6 | 111 SOMERSET | SOMERSET ROAD | Office | 2,200,000 | 785.77 | 2,800 | Oct-24 | Strata | 73 | 30,137 | 99 yrs lease commencing from 1975 | 9 | Orchard, Cairnhill, River Valley | 11 to 15 |
| 7 | SOUTHBANK | NORTH BRIDGE ROAD | Office | 1,688,888 | 1,011.82 | 1,669 | Oct-24 | Strata | 94 | 17,967 | 99 yrs lease commencing from 2006 | 7 | Middle Road, Golden Mile | 16 to 20 |
| 8 | INTERNATIONAL PLAZA | ANSON ROAD | Office | 3,500,000 | 2,357.32 | 1,485 | Oct-24 | Strata | 219 | 15,982 | 99 yrs lease commencing from 1970 | 2 | Anson, Tanjong Pagar | 11 to 15 |
| 9 | SUNSHINE PLAZA | BENCOOLEN STREET | Office | 1,280,000 | 731.95 | 1,749 | Oct-24 | Strata | 68 | 18,824 | 99 yrs lease commencing from 1997 | 7 | Middle Road, Golden Mile | 01 to 05 |
| Project Name | Street Name | Property Type | Transacted Price ($) | Area (SQFT) | Unit Price ($ PSF) | Sale Date | Type of Area | Area (SQM) | Unit Price ($ PSM) | Tenure | Postal District | District Name | Floor Level | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3546 | N.A. | HONGKONG STREET | Shop House | 7,100,000 | 1,669.50 | 4,253 | Nov-19 | Land | 155.1 | 45,777 | 99 yrs lease commencing from 1951 | 1 | Raffles Place, Cecil, Marina, People's Park | - |
| 3547 | N.A. | JOO CHIAT ROAD | Shop House | 23,200,000 | 10,469.07 | 2,216 | Nov-19 | Land | 972.6 | 23,854 | Freehold | 15 | Katong, Joo Chiat, Amber Road | - |
| 3548 | N.A. | JALAN BESAR | Shop House | 5,300,000 | 1,473.59 | 3,597 | Nov-19 | Land | 136.9 | 38,714 | Freehold | 8 | Little India | - |
| 3549 | LITTLE INDIA CONSERVATION AREA | NORRIS ROAD | Shop House | 2,950,000 | 982.75 | 3,002 | Nov-19 | Land | 91.3 | 32,311 | Freehold | 8 | Little India | - |
| 3550 | LITTLE INDIA CONSERVATION AREA | DICKSON ROAD | Shop House | 3,000,000 | 1,416.54 | 2,118 | Nov-19 | Land | 131.6 | 22,796 | 99 yrs lease commencing from 1930 | 8 | Little India | - |
| 3551 | N.A. | JOO CHIAT PLACE | Shop House | 8,000,000 | 3,565.04 | 2,244 | Nov-19 | Land | 331.2 | 24,155 | Freehold | 15 | Katong, Joo Chiat, Amber Road | - |
| 3552 | N.A. | OUTRAM ROAD | Shop House | 5,180,000 | 1,528.49 | 3,389 | Oct-19 | Land | 142 | 36,479 | Freehold | 3 | Queenstown, Tiong Bahru | - |
| 3553 | KRETA AYER CONSERVATION AREA | PAGODA STREET | Shop House | 16,250,000 | 1,309.98 | 12,405 | Oct-19 | Land | 121.7 | 133,525 | Freehold | 1 | Raffles Place, Cecil, Marina, People's Park | - |
| 3554 | KRETA AYER CONSERVATION AREA | SMITH STREET | Shop House | 7,000,000 | 1,076.40 | 6,503 | Oct-19 | Land | 100 | 70,000 | 999 yrs lease commencing from 1875 | 1 | Raffles Place, Cecil, Marina, People's Park | - |
| 3555 | N.A. | KILLINEY ROAD | Shop House | 6,050,000 | 1,133.45 | 5,338 | Oct-19 | Land | 105.3 | 57,455 | Freehold | 9 | Orchard, Cairnhill, River Valley | - |
Duplicate rows
Most frequently occurring
| Project Name | Street Name | Property Type | Transacted Price ($) | Area (SQFT) | Unit Price ($ PSF) | Sale Date | Type of Area | Area (SQM) | Unit Price ($ PSM) | Tenure | Postal District | District Name | Floor Level | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 5 | CENTRIUM SQUARE | SERANGOON ROAD | Office | 1,631,450 | 613.55 | 2,659 | Nov-20 | Strata | 57 | 28,622 | Freehold | 8 | Little India | 11 to 15 | 4 |
| 12 | HIGH STREET CENTRE | NORTH BRIDGE ROAD | Retail | 376,700 | 376.74 | 1,000 | Mar-24 | Strata | 35 | 10,763 | 99 yrs lease commencing from 1969 | 6 | High Street, Beach Road (part) | 01 to 05 | 3 |
| 28 | ROYAL SQUARE AT NOVENA | IRRAWADDY ROAD | Retail | 2,694,174 | 538.2 | 5,006 | Aug-23 | Strata | 50 | 53,883 | 99 yrs lease commencing from 2013 | 12 | Balestier, Toa Payoh, Serangoon | 01 to 05 | 3 |
| 34 | THE GOLDEN LANDMARK | VICTORIA STREET | Retail | 660,000 | 290.63 | 2,271 | Dec-22 | Strata | 27 | 24,444 | 99 yrs lease commencing from 1981 | 7 | Middle Road, Golden Mile | 01 to 05 | 3 |
| 39 | WOODS SQUARE | WOODLANDS SQUARE | Office | 1,045,352 | 559.73 | 1,868 | Dec-20 | Strata | 52 | 20,103 | 99 yrs lease commencing from 2014 | 25 | Kranji, Woodgrove | 06 to 10 | 3 |
| 0 | 1953 | TESSENSOHN ROAD | Retail | 1,560,000 | 516.67 | 3,019 | Oct-20 | Strata | 48 | 32,500 | Freehold | 8 | Little India | 01 to 05 | 2 |
| 1 | 28 RC SUITES | RACE COURSE LANE | Retail | 1,680,000 | 430.56 | 3,902 | May-24 | Strata | 40 | 42,000 | Freehold | 8 | Little India | 01 to 05 | 2 |
| 2 | CENTRIUM SQUARE | SERANGOON ROAD | Office | 1,523,900 | 570.49 | 2,671 | Dec-19 | Strata | 53 | 28,753 | Freehold | 8 | Little India | 11 to 15 | 2 |
| 3 | CENTRIUM SQUARE | SERANGOON ROAD | Office | 1,560,000 | 613.55 | 2,543 | Dec-19 | Strata | 57 | 27,368 | Freehold | 8 | Little India | 11 to 15 | 2 |
| 4 | CENTRIUM SQUARE | SERANGOON ROAD | Office | 1,567,800 | 570.49 | 2,748 | Nov-20 | Strata | 53 | 29,581 | Freehold | 8 | Little India | 16 to 20 | 2 |